Evaluate LLM models like llama/alpaca using evaluate library?

[Jiaxin Shan]

Hi team, thanks for open source this awesome tool. I am new to the tool and try to ask some questions on LLM evaluation

1. Seems evaluate already create some evaluators (Some libs call it tasks I think). Can we use these evaluator for LLM evaluation?
2. I feel different tasks required different datasets. for LLM evaluation, there're popular datasets like MMLU. I am trying to ask Is there tested paring? for example, for QA, I can use dataset1, dataset2 for metric1, metric2 evaluation etc
3. What's the difference between huggingface/evaluate and https://github.com/EleutherAI/lm-evaluation-harness?

[蒲黎明]

m

[Phil Wee]

same, will it get supported?

currently getting this error:
raise ValueError(
ValueError: Tokenizer class LlamaTokenizer does not exist or is not currently imported.